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- Introduction to Python
- Installing Python and Setting Up the Environment
- Python Syntax and Basic Structure
- Variables and Data Types
- Operators in Python
- Conditional Statements (if-else)
- Loops in Python (for, while)
- Functions and Modules
- Lists and Tuples
- Dictionaries and Sets
- Strings and String Manipulation
- File Handling (Reading/Writing Files)
- Exception Handling (Try, Except, Finally)
- Object-Oriented Programming (OOP) in Python
- Classes and Objects
- Inheritance and Polymorphism
- Encapsulation and Abstraction
- Python Libraries and Modules
- Working with JSON and CSV Files
- Regular Expressions (Regex) in Python
- Lambda Functions and Map, Filter, Reduce
- List Comprehensions and Generators
- Python Decorators and Iterators
- Multithreading and Multiprocessing
- Working with Databases (SQLite, MySQL)
- Web Scraping with Beautiful
- Soup and Selenium
- Working with APIs and HTTP Requests
- Data Analysis with Pandas and NumPy
- Data Visualization with Matplotlib and Seaborn
- Machine Learning Basics with Scikit-Learn
- Introduction to Deep Learning with TensorFlow/PyTorch
- GUI Development with Tkinter or PyQt
- Web Development with Flask and Django
- Testing and Debugging in Python
- Virtual Environments and Dependency Management
- Python Packaging and Distribution
- Automating Tasks with Python
- Cybersecurity and Ethical Hacking with Python
- Internet of Things (IoT) with Python
- Game Development with Pygame
- Advanced Python Concepts (Metaclasses, Reflection)
- Best Practices and Code Optimization
- Python Interview Questions and Coding Challenges
- Final Project – Building a Complete Python Application
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